Displacement convexity of generalized entropies

作者: Shin-ichi Ohta , Asuka Takatsu

DOI:

关键词: Mathematical analysisBalanced flowSobolev inequalityWeight functionRicci curvatureLogarithmConvexityEntropy (information theory)MathematicsBregman divergence

摘要: We investigate the m-relative entropy, which stems from Bregman divergence, on weighted Riemannian and Finsler manifolds. prove that displacement convexity of entropy is equivalent to combination a lower Ricci curvature bound weight function. use this show appropriate variants Talagrand, HWI logarithmic Sobolev inequalities, as well concentration measures. also gradient flow produces solution porous medium equation.

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